Seven years building the underwriting & audit decision platform — proprietary data and agentic AI, validated in production with national carriers. Insurance intelligence built from the inside out, not a general-purpose tool pointed at insurance.
Our story
NeuralMetrics began with a conviction: the hardest part of commercial underwriting isn’t the model — it’s the data underneath it, and whether a decision can be trusted and defended. Seven years later, that conviction is a platform spanning pre-bind and post-bind. Every product on it exists because a carrier brought us a real problem, and we solved it with them — then hardened it through the next carrier who had it too.
Read the full journey →What we do
We turn messy submissions and bound policies into decisions carriers can act on — and defend. A proprietary data foundation resolves the business; a suite of agentic AI assistants reads that evidence and returns an answer, each traceable to its source.
Not a database — primary-sourced, government-grade data, refreshed and reconciled across markets.
Appetite, exposure, eligibility and premium audit — purpose-built agents that reason over the same evidence.
Write better risks, faster before the bind; make written premium become earned premium after it.
Proof, not promises
In production with national P&C carriers — and every answer is traceable to its source.
Explore the data foundation →The people
NeuralMetrics is led and built by people who’ve lived the problems we solve: commercial underwriting, premium audit, data engineering, and AI research. That’s why the product speaks the carrier’s language, not a vendor’s.
Meet the team →“Intelligent AI assistants from NeuralMetrics don’t just process tasks; they assume contextual roles, apply reinforcement learning in real time, and reason alongside human teams. With every decision traceable and every action explainable, disciplined transparency and the ensuing trustworthiness are engineered into the technology.”
How we build
Never to sell. Every product traces back to a carrier’s real problem.
If we can’t show the source, we don’t ship the claim. Explainable by default.
Insurance intelligence — not an AI tool that happens to point at insurance.
We were validating agentic AI in production before the space had a name.
Our values
Transparent in every relationship — including explainability in our AI and how we engage with clients, partners, and each other.
Full ownership of our actions — fostering trust, engagement, and follow-through at every level.
Relentless focus on delivering meaningful value and proactively supporting clients’ growth.
The highest standards of quality, reliability, and innovation in everything we deliver.
A culture of empowerment and shared success — fairness, open dialogue, and diversity.